Kool, Wouter

6 publications

NeurIPSW 2021 Unbiased Gradient Estimation with Balanced Assignments for Mixtures of Experts Wouter Kool, Chris J. Maddison, Andriy Mnih

JMLR 2020 Ancestral Gumbel-Top-K Sampling for Sampling Without Replacement Wouter Kool, Herke van Hoof, Max Welling

ICLR 2020 Estimating Gradients for Discrete Random Variables by Sampling Without Replacement Wouter Kool, Herke van Hoof, Max Welling

ICLR 2019 Attention, Learn to Solve Routing Problems! Wouter Kool, Herke van Hoof, Max Welling

ICLRW 2019 Buy 4 REINFORCE Samples, Get a Baseline for Free! Wouter Kool, Herke van Hoof, Max Welling

ICML 2019 Stochastic Beams and Where to Find Them: The Gumbel-Top-K Trick for Sampling Sequences Without Replacement Wouter Kool, Herke Van Hoof, Max Welling